Fold 1 - Understanding why coefficient -599295 was selected
Tag: JERSEY
Selected Coefficient: -599295
Taxonomy Path: -1.2.17.1
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -599295 | 3.000000 | -1.2.17.1 | -1.17.2.1 (-(493039 + 17*79^2 + 2*79 + 1)) | Yes | |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 4025525 | 4.000000 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
These are the training products that have the "JERSEY" tag (processing sequence 1817). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 262 | Baby Tee, MEDIUM Jersey | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4624820 | MICROMODAL, THANKSGIVING 2022 | |
| 282 | EZ Dress, MEDIUM Jersey | 0 | FABRIC | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | LEISURE, MICROMODAL, THANKSGIVING 2022 | |
| 283 | EZ Dress, SHEER Jersey | 0 | FABRIC | 599295 | Apparel & Accessories > Clothing Accessories > Hats > Baseball Caps | LEISURE, PAJAMAS, SLEEPWEAR, THANKSGIVING 2022 | |
| 10661 | Mia T-Shirt - White Crew Neck | -599295 | CASUAL, ELEVATED ESSENTIAL, FAIRE | 0 | none | ||
| 10664 | Mia T-Shirt - Black Crew Neck | -599295 | CASUAL, ELEVATED ESSENTIAL, FAIRE | 0 | none |